283 citations · 588 across the 29 of their papers we have counts for
3 papers · 1 filter
Fast Exact Max-Kernel Search
Ryan R. Curtin, Parikshit Ram, Alexander G. Gray
The wide applicability of kernels makes the problem of max-kernel search ubiquitous and more general than the usual similarity search in metric spaces. We focus on solving this pro…
MLPACK: A Scalable C++ Machine Learning Library
Ryan R. Curtin, James R. Cline, N. P. Slagle +4
MLPACK is a state-of-the-art, scalable, multi-platform C++ machine learning library released in late 2011 offering both a simple, consistent API accessible to novice users and high…
Maximum Inner-Product Search using Tree Data-structures
Parikshit Ram, Alexander G. Gray
The problem of {\em efficiently} finding the best match for a query in a given set with respect to the Euclidean distance or the cosine similarity has been extensively studied in l…